Endocrine最新文献

{"title":"Healthcare costs and medical utilization patterns associated with painful and severe painful diabetic peripheral neuropathy.","authors":"Todd Bromberg, Nicolas C Gasquet, Christine N Ricker, Charlotte Wu","doi":"10.1007/s12020-024-03954-6","DOIUrl":"10.1007/s12020-024-03954-6","url":null,"abstract":"<p><strong>Purpose: </strong>Painful diabetic peripheral neuropathy (DPN) is a common complication in patients with diabetes. It is associated with a poor quality of life and high costs of care. This study investigated the impact of painful DPN on healthcare costs and resource utilization.</p><p><strong>Methods: </strong>This was a retrospective analysis of administrative claims of adult patients with diabetes (type 1 or 2) from Optum's de-identified Clinformatics® Data Mart Database. Patients were assigned to four cohorts by presence of DPN and pain severity, based on diagnoses and prescription patterns in a one-year baseline. All-cause and diabetes-associated costs were calculated for the year following the index DPN diagnosis. Risk factors associated with presence of severely painful DPN were evaluated.</p><p><strong>Results: </strong>Relative to those without DPN, patients who had DPN without pain, painful DPN (PDPN), or severe PDPN incurred respective increases of $3,093, $9,349, and $20,887 in average annual all-cause costs. More than half of costs from painful/severe DPN were for prescriptions and inpatient hospitalization. Severe PDPN was associated with elevated odds of diabetic amyotrophy (OR: 8.09; 95% CI: 6.84-9.56), diabetic foot ulcers (OR: 6.54, 95% CI: 6.32-6.76), and loss of mobility (OR: 2.54, 95% CI: 2.48-2.60), among other complications.</p><p><strong>Conclusions: </strong>Painful DPN is associated with higher healthcare costs and resource utilization, and a greater risk of debilitating conditions that limit quality of life. Future research should focus on better treatment options and more aggressive pain management strategies to reduce the negative impacts of DPN.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1014-1024"},"PeriodicalIF":4.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11554691/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141604386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Copeptin in obese and nonobese pregnant women.","authors":"Federica Tonon, Barbara Toffoli, Tamara Stampalija, Stella Bernardi","doi":"10.1007/s12020-024-03957-3","DOIUrl":"10.1007/s12020-024-03957-3","url":null,"abstract":"","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1197-1198"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141628148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"The detection of pathological parathyroid glands is facilitated by identifying vascular features on ultrasound: the potential benefit of a low-frequency vascular probe.","authors":"Sanne Høxbroe Michaelsen, Mette Bay, Oke Gerke, Ole Graumann, Anders Rørbæk Madsen, Christian Godballe, Steen Joop Bonnema, Viveque Egsgaard Nielsen","doi":"10.1007/s12020-024-03986-y","DOIUrl":"10.1007/s12020-024-03986-y","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the potential benefit of adding a low frequency vascular probe to the conventional pre-operative ultrasound examination of patients with primary hyperparathyroidism.</p><p><strong>Methods: </strong>A prospective cohort of 136 patients with primary hyperparathyroidism underwent a conventional ultrasound examination of the neck with a high frequency ( > 10 MHz) linear ultrasound probe, followed by an add-on examination with a low frequency vascular probe. For each ultrasound probe, and for every potential parathyroid lesion, the presence of a feeding vessel, a polar placement of the feeding vessel, and the presence of a vascular arch was recorded.</p><p><strong>Results: </strong>A total of 146 ultrasound lesions were evaluated for vascularity by each probe. For both ultrasound probes, the odds of a hyperfunctioning parathyroid gland being correctly identified increased with the number of visible vascular features. The vascular probe identified a significantly higher number of vascular features among ultrasound true positive glands compared with the conventional probe (p < 0.0001). Among histopathologically verified pathological parathyroid glands, the vascular probe identified 20% more feeding vessels, 27% more polar placements of the feeding vessel, and 65% more vascular arches than the high frequency probe. However, the diagnostic confidence score for true positive glands did not differ significantly between the probes (p = 0.11).</p><p><strong>Conclusion: </strong>The addition of a low frequency vascular probe increases the number of visible vascular features in hyperfunctioning parathyroid glands, which facilitates their preoperative detection. Whether or not this can increase the diagnostic confidence of ultrasound examiners has yet to be substantiated.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1131-1139"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11554940/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141903394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Normocalcemic primary hyperparathyroidism is not associated with cardiometabolic alterations.","authors":"Marco Barale, Federica Maiorino, Alessia Pusterla, Federica Fraire, Lorenzo Sauro, Michela Presti, Noemi Sagone, Ezio Ghigo, Emanuela Arvat, Massimo Procopio","doi":"10.1007/s12020-024-04063-0","DOIUrl":"10.1007/s12020-024-04063-0","url":null,"abstract":"<p><strong>Purpose: </strong>Cardiometabolic disorders are non-classical complications of hypercalcemic primary hyperparathyroidism (HC-PHPT), but whether this risk connotes normocalcemic PHPT (NC-PHPT) remains to be elucidated. We investigated cardiometabolic alterations in both forms of PHPT, looking for their association with indices of disease activity.</p><p><strong>Methods: </strong>Patients with HC-PHPT (n = 17), NC-PHPT (n = 17), and controls (n = 34) matched for age, sex, and BMI were assessed for glucose, lipid, blood pressure alterations, and history of cardiovascular events to perform a case-control study at an ambulatory referral center for Bone Metabolism Diseases.</p><p><strong>Results: </strong>NC-PHPT, in comparison to controls, showed similar glucose (mean ± SD, 88 ± 11 vs 95 ± 22 mg/dl), total cholesterol (199 ± 25 vs 207 ± 36 mg/dl), and systolic blood pressure levels (SBP, 132 ± 23 vs 132 ± 19 mmHg), together with a comparable frequency of glucose alterations (6% vs 9%), lipid disorders (41% vs 50%) and hypertension (53% vs 59%, p = NS for all comparisons). Conversely, all these abnormalities were more prevalent in HC-PHPT vs controls (p < 0.05). When compared to NC-PHPT, HC-PHPT showed higher glucose (113 ± 31 mg/dl), total cholesterol (238 ± 43 mg/dl), and SBP levels (147 ± 15 mmHg) as well as an increased frequency of glucose (41%) and lipid alterations (77%) and a higher number of cardiovascular events (18% vs 0%, p < 0.05 for all comparisons). Among indices of PHPT activity, calcium levels displayed a significant correlation with glucose (R = 0.46) and SBP values (R = 0.60, p < 0.05).</p><p><strong>Conclusion: </strong>NC-PHPT is not associated with cardiovascular alterations. The predominant pathogenetic role of hypercalcemia in the development of cardiometabolic disorders could account for the absence of such alterations in NC-PHPT.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1140-1147"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11554937/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142478843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Potentials of bone marrow cells-derived from naïve or diabetic mice in autoimmune type 1 diabetes: immunomodulatory, anti-inflammatory, anti hyperglycemic, and antioxidative.","authors":"Soha Gomaa, Mohamed Nassef, Amira Hafez","doi":"10.1007/s12020-024-03929-7","DOIUrl":"10.1007/s12020-024-03929-7","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;The scarcity of transplanted human islet tissue and the requirement for immunosuppressive drugs to prevent the rejection of allogeneic grafts have hindered the treatment of autoimmune type 1 diabetes mellitus (T1DM) through islet transplantation. However, there is hope in adoptively transferred bone marrow cells (BMCs) therapy, which has emerged as a propitious pathway for forthcoming medications. BMCs have the potential to significantly impact both replacement and regenerative therapies for a range of disorders, including diabetes mellitus, and have demonstrated anti-diabetic effects.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Aim: &lt;/strong&gt;The main goal of this study is to evaluate the effectiveness of adoptively transferred bone marrow cells derived from either naïve mice (nBMCs) or diabetic mice (dBMCs) in treating a T1DM mice model.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;Male Swiss albino mice were starved for 16 h and then injected with streptozotocin (STZ) at a dose of 40 mg/kg body weight for 5 consecutive days to induce T1DM. After 14 days, the diabetic mice were distributed into four groups. The first group served as a diabetic control treated with sodium citrate buffer, while the other three groups were treated for two weeks, respectively, with insulin (subcutaneously at a dose of 8 U/kg/day), nBMCs (intravenously at a dose of 1 × 10&lt;sup&gt;6&lt;/sup&gt; cells/mouse/once), and dBMCs (intravenously at a dose of 1 × 10&lt;sup&gt;6&lt;/sup&gt; cells/mouse/once).&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;It is worth noting that administering adoptively transferred nBMCs or adoptively transferred dBMCs to STZ-induced T1DM mice resulted in a significant amelioration in glycemic condition, accompanied by a considerable reduction in the level of blood glucose and glycosylated hemoglobin % (HbA1C %), ultimately restoring serum insulin levels to their initial state in control mice. Administering nBMCs or dBMCs to STZ-induced T1DM mice led to a remarkable decrease in levels of inflammatory cytokine markers in the serum, including interferon-γ (INF-γ), tumor necrosis factor- α (TNF-α), tumor growth factor-β (TGF-β), interleukin-1 β (L-1β), interlekin-4 (IL-4), interleukin-6 (IL-6), and interleukin-10 (IL-10). Additionally, STZ-induced T1DM mice, when treated with nBMCs or dBMCs, experienced a notable rise in total immunoglobulin (Ig) level. Furthermore, there was a significant reduction in the levels of islet cell autoantibodies (ICA) and insulin autoantibodies (IAA). Furthermore, the serum of STZ-induced T1DM mice showed a significant increase in Zinc transporter 8 antigen protein (ZnT8), islet antigen 2 protein (IA-2), and glutamic acid decarboxylase antigen protein (GAD) levels. Interestingly, the administration of nBMCs or dBMCs resulted in a heightened expression of IA-2 protein in STZ-induced T1DM mice treated with nBMCs or dBMCs. Furthermore, the level of malondialdehyde (MDA) was increased, while the levels of catalase (CAT) and superoxide dismutase (SOD) were decreased in ","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"959-979"},"PeriodicalIF":4.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11554735/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141628149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Gender and tumor size-specific calcitonin cutoff value for diagnosing MTC in 10,618 patients with thyroid nodule surgery.","authors":"Jiajia Ni, Pinghui Tu, Yan Ling","doi":"10.1007/s12020-024-03969-z","DOIUrl":"10.1007/s12020-024-03969-z","url":null,"abstract":"<p><strong>Background: </strong>Calcitonin is a sensitive marker for medullary thyroid carcinoma (MTC) diagnosis and postsurgical follow-up. This study aimed to define the gender and tumor size-specific calcitonin cutoff values for diagnosing MTC.</p><p><strong>Methods: </strong>This retrospective study recruited 95 MTC patients and 10,523 non-MTC patients who underwent thyroid nodule surgery at Zhongshan Hospital between January 2015 and June 2023. Receiver operating characteristic (ROC) curves were used to assess calcitonin cutoff values for diagnosing MTC.</p><p><strong>Results: </strong>Calcitonin levels in non-MTC patients were influenced by gender, CKD stage and age, with gender being the highest ranked predictor. In MTC patients, calcitonin levels were associated with tumor diameter, lymph node metastasis, and TNM stage. In the entire study population, calcitonin cutoff values to diagnose MTC were 17.75 pg/mL for males (sensitivity: 97.60%, specificity: 99.40%) and 7.15 pg/mL for females (sensitivity: 94.34%, specificity: 99.22%). In patients with a thyroid nodule diameter ≤10 mm, the calcitonin cutoff values to diagnose MTC were 17.50 pg/mL for males (sensitivity: 95.00%, specificity: 99.27%) and 7.15 pg/mL for females (sensitivity: 90.91%, specificity: 99.04%). In patients with a thyroid nodule diameter >10 mm, the calcitonin cutoff values to diagnose MTC were 104.80 pg/mL for males (sensitivity: 100.00%, specificity: 100.00%) and 32.60 pg/mL for females (sensitivity: 96.77%, specificity: 100.00%).</p><p><strong>Conclusion: </strong>We have identified the gender and tumor size-specific cutoff values for the diagnosis of MTC. Cutoff values based on gender and tumor diameter may help to improve the accuracy of preoperative diagnosis of MTC, which is worth to be verified by future studies.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1097-1109"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141735452","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Understanding the variant landscape, and genetic epidemiology of Multiple Endocrine Neoplasia in India.","authors":"Aastha Vatsyayan, Mohamed Imran, Juhi Bhardwaj, Arvinden Vr, Srashti Jyoti Agrawal, Bhaskar Jyoti Saikia, Vigneshwar Senthivel, Kavita Pandhare, Rahul C Bhoyar, Mohit Kumar Divakar, Anushree Mishra, Bani Jolly, Suruchi Trehan, Sridhar Sivasubbu, Vinod Scaria","doi":"10.1007/s12020-024-03982-2","DOIUrl":"10.1007/s12020-024-03982-2","url":null,"abstract":"<p><strong>Purpose: </strong>Multiple Endocrine Neoplasia (MEN) is a group of familial cancer syndromes that encompasses several types of endocrine tumors differentiated by genetic mutations in RET, MEN1 and CDKN1B genes. Accurate diagnosis of MEN subtypes can thus be performed through genetic testing. However, MEN variants remain largely understudied in Indian populations. Additionally, few dedicated resources to understand these disorders currently exist.</p><p><strong>Methods: </strong>Using the gold-standard ACMG/AMP guidelines, we systematically classified variants reported across the three genes in the IndiGen dataset, and established the genetic epidemiology of MEN in the Indian population. We further classified ClinVar and Mastermind variants and compiled all into a database. Finally, we designed a multiplex primer panel for rapid variant identification.</p><p><strong>Results: </strong>We have established the genetic prevalence of MEN as the following: 1 in 1026 individuals is likely to be afflicted with MEN linked with pathogenic RET mutations. We have further created the MAPVar database containing 3280 ACMG-classified variants freely accessible at: https://clingen.igib.res.in/MAPVar/ . Finally, our NGS primer panel covers 33 exonic regions across two pools through 38 amplicons with a total amplified region of 65 kb.</p><p><strong>Conclusion: </strong>Our work establishes that MEN is a prevalent disorder in India. The rare nature of Indian variants underscores the need of genomic and functional studies to establish a more comprehensive variant landscape. Additionally, our panel offers a means of cost-effective genetic testing, and the MAPVar database a ready reference to aid in a better understanding of variant pathogenicity in clinical as well as research settings.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1178-1187"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141903395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Hematological toxicities with Lutathera® for neuroendocrine neoplasms: post-marketing surveillance data from the US-FDA.","authors":"Udhayvir Singh Grewal, Anuj Thakre","doi":"10.1007/s12020-024-03915-z","DOIUrl":"10.1007/s12020-024-03915-z","url":null,"abstract":"","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1192-1193"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141288841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Use of hypertonic saline in severe symptomatic hyponatraemia; results from a national survey of endocrinologists in the United Kingdom.","authors":"Muhammad Fahad Arshad, Ahmed Iqbal","doi":"10.1007/s12020-024-03927-9","DOIUrl":"10.1007/s12020-024-03927-9","url":null,"abstract":"<p><strong>Background: </strong>Severe symptomatic hyponatraemia is potentially life-threatening and hypertonic saline (HTS) is effective at rapidly correcting serum sodium. Several clinical guidelines have aimed to standardise the administration of HTS. However, evidence supporting the guidelines is limited, and concerns have been raised regarding the potential for overcorrection.</p><p><strong>Objective: </strong>To assess the practices and perceptions surrounding HTS use in severe symptomatic hyponatraemia among United Kingdom (UK) endocrinologists and trainees.</p><p><strong>Methods: </strong>An anonymous online survey was disseminated to Society for Endocrinology (UK) clinical members between 24/10/2023 and 30/11/2023 using a web-based multiple-choice questionnaire.</p><p><strong>Results: </strong>We received 133 responses with a survey response rate of 8.3% (60.1% consultants, 33.1% trainees, 6.8% others). 85% of respondents employed bolus treatment with HTS only, with 9.8% using both bolus and continuous infusions. Most (53.2%) preferred 150 mL boluses, followed by 100 mL boluses (19.8%), while 5.5% of respondents used weight-based dosage. Commonly used HTS strengths were 2.7% (45.1%), followed by 1.8% (31.6%), while the 3% HTS strength recommended in guidelines was used by 21.8%. Contrary to guidelines, 78.6% did not administer a second bolus without waiting for the sodium result after the first bolus. Moreover, 86% have experience using venous blood gas sodium readings for monitoring. Overcorrection targets defined by 10 and 8 mmol/24 h cut-offs were used by 48.9% and 39.9%, respectively. For definite or anticipated overcorrection, 75.9% preferred 5% dextrose, while 40.6% had experience with desmopressin.</p><p><strong>Conclusion: </strong>Significant variation exists in HTS use for severe symptomatic hyponatraemia in the UK. Most clinicians prefer a more cautious approach in administering HTS. These data offer insight into real-life care and call for future research.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1199-1201"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141327945","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"CT-based artificial intelligence prediction model for ocular motility score of thyroid eye disease.","authors":"Zijia Liu, Kexin Tan, Haiyang Zhang, Jing Sun, Yinwei Li, Sijie Fang, Jipeng Li, Xuefei Song, Huifang Zhou, Guangtao Zhai","doi":"10.1007/s12020-024-03906-0","DOIUrl":"10.1007/s12020-024-03906-0","url":null,"abstract":"<p><strong>Purpose: </strong>Thyroid eye disease (TED) is the most common orbital disease in adults. Ocular motility restriction is the primary complaint of patients, while its evaluation is quite difficult. The present study aimed to introduce an artificial intelligence (AI) model based on orbital computed tomography (CT) images for ocular motility score.</p><p><strong>Methods: </strong>A total of 410 sets of CT images and clinical data were obtained from the hospital. To build a triple classification predictive model for ocular motility score, multiple deep learning models were employed to extract features of images and clinical data. Subgroup analyses based on pertinent clinical features were performed to test the efficacy of models.</p><p><strong>Results: </strong>The ResNet-34 network outperformed Alex-Net and VGG16-Net in prediction of ocular motility score, with the optimal accuracy (ACC) of 0.907, 0.870, and 0.890, respectively. Subgroup analyses indicated no significant difference in ACC between active or inactive phase, functional visual field diplopia or peripheral visual field diplopia (p > 0.05). However, in the gender subgroup, the prediction model performed more accurately in female patients than males (p = 0.02).</p><p><strong>Conclusion: </strong>In conclusion, the AI model based on CT images and clinical data successfully realized automatic scoring of ocular motility in TED patients. This approach potentially enhanced the efficiency and accuracy of ocular motility evaluation, thus facilitating clinical application.</p>","PeriodicalId":49211,"journal":{"name":"Endocrine","volume":" ","pages":"1055-1064"},"PeriodicalIF":3.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141753197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}